Concepedia

Spatial Data Reduction

Spatial Data Reduction is a spatial data processing technique that reduces the volume or complexity of spatial datasets while preserving essential geographic patterns, structures, or analytical utility, distinguishing it from general data reduction methods by explicitly accounting for spatial autocorrelation, scale, and topology.

57

Publications

2.4K

Citations

230

Authors

116

Institutions

Publications per year

2017–2026

23

Parents

Publications

57

GLITTER : Data reduction software for laser ablation ICP-MS

William L. Griffin · Medical Entomology and Zoology · 2008 · 708 citations

, , +9

Spatio-temporal data reduction with deterministic error bounds

Hu Cao, Ouri Wolfson, Goce Trajcevski · The VLDB Journal · 2006 · 201 citations

, , +13

A rapid flood inundation modelling framework using deep learning with spatial reduction and reconstruction

Yuerong Zhou, Wenyan Wu, Rory Nathan et al. · Environmental Modelling & Software · 2021 · 100 citations

, , +16

Two-dimensional distribution of oscillations in a quiescent solar prominence

J. Terradas, Roberto Molowny‐Horas, E. Wiehr et al. · Astronomy and Astrophysics · 2002 · 96 citations · Full text

, , +16

Incorporation of functional status into dose‐volume analysis

Lawrence B. Marks, George W. Sherouse, Michael T. Munley et al. · Medical Physics · 1999 · 85 citations · Full text

, , +17

1–5 of 57

Authors

230

  1. GT
    Goce Trajcevski

    Iowa State University, United States

    2 publications · 233 citations

    2

    h-index

  2. MW
    Michael Whelan

    University College Dublin, Ireland

    2 publications · 26 citations

    2

    h-index

  3. OW
    Ouri Wolfson

    University of Illinois Chicago, United States

    2 publications · 233 citations

    2

    h-index

  4. HC
    Hu Cao

    Chinese Academy of Sciences, China

    2 publications · 233 citations

    2

    h-index

  5. HC
    Huizhong Chen

    National Center for Toxicological Research, United States

    1 publications · 12 citations

    1

    h-index

1–5 of 230

Institutions

116

  1. University College Dublin

    Dublin, Ireland

    2 h-index

    6 publications

    78 citations

  2. Kitt Peak National Observatory

    Tucson, United States

    2 h-index

    3 publications

    90 citations

  3. University of Illinois Chicago

    Chicago, United States

    2 h-index

    5 publications

    498 citations

  4. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    6 publications

    168 citations

  5. University of Arizona

    Tucson, United States

    2 h-index

    4 publications

    115 citations

  6. University of Toronto

    Toronto, Canada

    2 h-index

    2 publications

    59 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    1 publications

    22 citations

  8. The University of Texas at Austin

    Austin, United States

    1 h-index

    2 publications

    42 citations

1–8 of 116

Venues

  1. 3

    h-index

  2. Applied Spectroscopy

    2 publications · 41 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 24 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Geophysical Research Atmospheres

    JGR · 2 publications · 95 citations

    2

    h-index

1–5